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Centered moving average Minitab

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1. Center the moving averages Select to plot each moving average value at the center of its range, instead of at the end. With a moving average value of 5, Minitab calculates the average of the first 5 values and plots that average at position 3
2. Methods and formulas for Moving Average Moving average. To calculate a moving average, Minitab averages consecutive groups of observations in a series. For... Centered moving average. By default, moving average values are placed at the period in which they are calculated. For... Forecasts. The.

Enter your data for Moving Average (Data tab) - Minitab

• In diesem Fall ordnet Minitab den ersten numerischen Wert des gleitenden Durchschnitts in Periode 2 an, den nächsten in Periode 3 usw. In diesem Fall ist der Wert des gleitenden Durchschnitts für die erste und letzte Periode ein fehlender Wert (*). Methode für gerade Werte der gleitenden Durchschnitte . Angenommen, die Länge des gleitenden Durchschnitts beträgt 4. Das Zentrum der.
• Learn more about Minitab 18 Use Moving Average Chart to monitor the unweighted moving averages when you want to detect small shifts in the process mean. The observations can be individual measurements or subgroup means. Use this control chart to monitor process stability over time so that you can identify and correct instabilities in a process
• When Minitab calculates the average of a moving range, the calculation also includes an unbiasing constant. The formula used to calculate the moving range is: The table of unbiasing constants is available within Minitab and on this page. We've already done most of the work. To finish, we'll find the right value of d2 in the table linked above, and use Minitab's calculator to get the answer. We need the value of d2 that corresponds to a moving range of length 2 (that's the number of.
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• You will not get truly constant limits when you assume constant subgroups with Moving Average chart. If you have a moving average of length K, the control limits for the first K - 1 moving averages will be different because of the different number of data values used in each of those first K −1 moving average values. After the k th moving average, you will get constant limits
• istration Department QMT3001 Business Forecasting Class Video Serie
• g it was centered to begin with) and product quality has deteriorated. Think of where you might apply this tool on a chart you are already using, to learn more from your process

Centralizar amplitudes móveis. Selecione para representar graficamente cada valor de média móvel no centro da seu intervalo, em vez de no final. Com um valor de média móvel de 5, o Minitab calcula a média dos primeiros 5 valores e representa graficamente a média na posição 3. Centralizado Perhatikan nilai error.Silahkan kunjungi galeri kami:https://www.bukalapak.com/u/kaukibukuUntuk projek komersil kunjungi:https://www.sribulancer.com/id/users.. Centered Moving Average - YouTube. Centered Moving Average. Watch later. Share. Copy link. Info. Shopping. Tap to unmute. If playback doesn't begin shortly, try restarting your device For even numbered periods the centered moving average is calculated incorrectly. Suppose the period length is 5. Then the center of 5 periods is 3. However if the period length is 4 then the center of the period is 2.5. The value at index 3 should be the average of the values at 2.5 and 3.5. Pandas is showing the 2.5 value at 3 which is incorrect

Assalamualaikum Wr WbBerjumpa lagi Bersama kami dalam BIMBEL (BIMbing BELajar) Matematika dan Statistika.Kali ini kita akan membahas tentang Single Moving Av.. Moving Averages and Centered Moving Averages. A couple of points about seasonality in a time series bear repeating, even if they seem obvious. One is that the term season does not necessarily refer to the four seasons of the year that result from the tilting of the Earth's axis. In predictive analytics, season often means precisely that, because many of the phenomena that we. In statistics, a moving average (rolling average or running average) is a calculation to analyze data points by creating series of averages of different subsets of the full data set. It is also called a moving mean (MM) or rolling mean and is a finite impulse response filter... Given a series of numbers and a fixed subset size, the moving average's first element is obtained by taking the average of the initial fixed subset of the number series. The subset is then modified by.

Wednesday, 25 January 2017. Moving Average Plot In Minitab Centered Moving Averages. Part 1 deseasonalize a time series - use Minitab to produced centered moving averages Hi all, been lurking for awhile soaking up information, but have ran into something I'm not sure of...hope someone can help! I'm creating a sales forecasting tool in Excel. Im wanting to compare a 12, 6, and 4 month centered moving average. I just need a bit of help in terms of laying out the formula, and where to place it. I've performed a BUNCH of other calculations in my actual file here you will cacluate moving average for some Qs. In next run your reducers should get data like: R1: Q1...Q6 R2: Q6...Q10 R3: Q10..Q14 . And caclulate the rest of moving averages. Then you will need to aggregate results. Idea of custom partitioner that it will have two modes of operation - each time dividing into equal ranges but with some shift. In a pseudocode it will look like this

I want to calculate centered moving average of daily values using a 7-day window. That is I want to start with the 4th day being the first center and continue until the 1318 as the last center. And I want the filter to proceed successively from day 4, then 5, then 6, and so on until day 1318 as the center. I have 1321 daily values. I have NaN values in blocks and scattered throughout the data but would like to keep them. I've been given the below code but because I do not know programming, I. A time series is a series of data points indexed in time order. (OR) Time series is a sequence taken at successive equally spaced points in time.There are fo.. Centered 1 9 1.5 2 8 2.5 9.5 3 9 9.5 3.5 9.5 4 12 10.0 4.5 10.5 5 9 10.750 5.5 11.0 6 12 6.5 7 Moving averages are still not able to handle significant trends when forecasting: Unfortunately, neither the mean of all data nor the moving average of the most recent M values, when used as forecasts for the next period, are able to cope with a significant trend. There exists a variation on the. This video shows how to calculate Moving Averages, and forecast error measures: The Mean Absolute Deviation or Error (MAD or MAE)The Mean Squared Error (MSE).. Minitab's CMO highlights a few of the Minitab Workspace visualization, process, brainstorming, and forms tools that can be incredibly useful for marketers. Read It Now! Accelerate Idea Generation, Innovation and Business Transformation with Minitab Engage. Minitab Engage | 3 Minute Read Learn how Minitab Engage is the solution designed to start, track, manage & share innovation & improvement.

Centered Moving Averages. The most straightforward method is called a simple moving average. For this method, we choose a number of nearby points and average them to estimate the trend. When calculating a simple moving average, it is beneficial to use an odd number of points so that the calculation is symmetric. For example, to calculate a 5 point moving average, the formula is Centered moving averages. Centered moving averages include both previous and future observations to calculate the average at a given point in time. In other words, centered moving averages use observations that surround it in both directions and, consequently, are also known as two-sided moving averages. The formula for a centered moving average of X at time t with a length of 7 is the. We will also accept Minitab's default method for calculating within-subgroup variation for when the subgroup size is 1, which is the average moving range. The normal capability results below show that for this dataset, the within-subgroup standard deviation is 1.85172 and the Cpk is 0.89

Methods and formulas for Moving Average - Minitab Expres

1. One or more points beyond 3 sigma from center line 2. 9 points in a row on same side of center line Exponentially-Weighted Moving Average Chart Xbar - R and Xbar - S charts use information from the present sample only. EWMA charts use both past and present information. Robust for non-normal data Weight values within (0.05, 0.25) work well. For 3σ charts, use a weight > 0.1 Return to.
2. Center points are simply experimental runs where your X's are set halfway between (i.e., in the center of) the low and high settings. For example, suppose your DOE includes these X's: The center point would then be set midway at a Temperature of 150 °C and a Time of 20 seconds. And your data collection plan in Minitab Statistical Software.
3. Centered Moving Average. When computing a running moving average, placing the average in the middle time period makes sense. In the previous example we computed the average of the first 3 time periods and placed it next to period 3. We could have placed the average in the middle of the time interval of three periods, that is, next to period 2

Centered moving average. Somehow, I think you figured this one out by now. Xcenter = [NaN, mean([1 2 6]), mean([2 6 4]), mean([6 4 3]), mean([4 3 7]), NaN] Xcenter = NaN 3 4 4.3333 4.6667 NaN. So the very same numbers. All that matters is how you deal with the ends in any case. Note that I could have written code using conv to do the same. conv(X,ones(1,3)/3, 'valid') ans = 3 4 4.3333 4.6667. Order of centered moving average. If NULL, then the function will try to select order of SMA based on information criteria. See sma for details. silent: If TRUE, then plot is not produced. Otherwise, there is a plot..... Nothing. Needed only for the transition to the new name of variables. Details . If the order is odd, then the function constructs SMA(order) and shifts it back in time. Minitab helps companies and institutions to spot trends, solve problems and discover valuable insights in data by delivering a comprehensive and best-in-class suite of machine learning, statistical analysis and process improvement tools. Combined with unparalleled ease-of-use, Minitab makes it simpler than ever to get deep insights from data. View Industries. ACADEMIC Prepare your students for.

So zentriert Minitab die Werte des gleitenden

Metode centered moving average adalah sebuah metode peramalan dengan cara melakukan perhitungan terhadap nilai data yang paling baru sedangkan data yang lama akan dihapus. Nilai rata-rata dihitung berdasarkan jumlah data, yang angka rata-rata bergeraknya ditentukan dari harga 1 sampai N data yang dimiliki. Hal ini bisa didasarkan jika pengaruh data yang lebih baru adalah lebih besar dari data. Monday, 6 February 2017. Weighted Moving Average Minitab I have been constructing a function for centered moving average in R (without using any packages), and have encountered a challenge as below: As you know, the centered moving average includes the concept of incorporating the 'incomplete portions' (i.e. at the beginning and the end of the datapoint). For example, consider below vector p: p <- c. Solution: Here, the 4-yearly moving averages are centered so as to make the moving average coincide with the original time period. It is done by dividing the 2-period moving totals by two i.e., by taking their average. The graphic representation of the moving averages for the above data set is option means that Minitab will select what effects are aliased with one another for you. You can see what designs are available for a specific # of runs or factors, as well as the corresponding design resolution. Return to Contents . CREATING A FACTORIAL DESIGN 11 1. Select the # of factors 2. Select your design (full or fractional) 3. Select the # of center points (not required, but a good.

Individuals and Moving Range Chart. The individuals and moving range (I-MR) chart is one of the most commonly used control charts for continuous data; it is applicable when one data point is collected at each point in time. The I-MR control chart is actually two charts used in tandem (Figure 7). Together they monitor the process average as well as process variation. With x-axes that are time. The center line on the MR chart is the average of all moving ranges. Minitab Express displays the mean in the output pane and indicates whether the value is estimated from the data or is specified. Interpretation. Use the center line to observe how the process performs compared to the average. If the process is in control, then the points vary.

Overview for Moving Average Chart - Minita

• Join Wayne Winston for an in-depth discussion in this video, Computing the centered moving average, part of Excel Data Analysis: Forecasting
• The center line on the I chart is an estimate of the process average. The center line on the MR chart is the average of all moving ranges. Minitab Express displays the mean in the output pane and indicates whether the value is estimated from the data or is specified
• CMA - Centered Moving Average. Looking for abbreviations of CMA? It is Centered Moving Average. Centered Moving Average listed as CMA Looking for abbreviations of CMA? It is Centered Moving Average

What's a Moving Range, and How Is It Calculated? - Minita

1. Minitab aide les entreprises et les institutions à repérer les tendances, à résoudre les problèmes et à mieux comprendre les données en proposant une suite complète et performante d'outils d'amélioration de processus, d'analyse statistique et d'auto-apprentissage. Associé à une simplicité d'utilisation sans égale, Minitab facilite plus que jamais la compréhension approfondie des.
2. itab output the equation is t y ˆ 446 123t 166t. School Tenth of November Institute of Technology; Course Title IE 002; Type. Homework Help. Uploaded By baskoro16. Pages 72 This preview shows page 17 - 21 out of 72 pages..
3. How can I calculate a centered moving average... Learn more about centered moving average
4. Moving Average Confluence Dots. If all the dots are Green, an additional Cyan dot is plotted to alert the user to bullish MA confluence.. If all the dots are Red, an additional Magenta dot is plotted to alert the user to bearish MA confluence.. The MACC™ PaintBar changes the color of each bar based on how many MAs are above or below price (or the total amount of Green or Red dots in the MACC.

Minitab Lesson 2 - Moving Average - YouTub

6.2 Moving averages. The classical method of time series decomposition originated in the 1920s and was widely used until the 1950s. It still forms the basis of many time series decomposition methods, so it is important to understand how it works. The first step in a classical decomposition is to use a moving average method to estimate the trend-cycle, so we begin by discussing moving averages. If your data are in multiple columns (for example, you have data for each year in a separate column), you must stack the data into a single column.In MA length, enter the number of consecutive observations that Minitab uses to calculate the moving averages.For example, for monthly data, a value of 3 indicates that the moving average for March. The centered moving average (CMA), applied in the decomposition analysis of a time series with trend and seasonality, is the average of two consecutive moving averages. asked Sep 1, 2019 in Business by Dougie-Fresh. business-statistics-and-math; The number of four-period centered moving averages of a time series with 20 time periods is: asked Aug 9, 2017 in Business by Boris. business. The centered or two-sided moving averages are used to smooth a time series and be able to estimate or see the trend, one-sided moving averages can be used as simple forecasting method. The number of terms (i.e. M) in NxCMA must be an odd-number. A moving average leaves any linear trend in the original data untouched, but with spencer's or henderson's filters, it is possible to leave a higher.

moving average baik pada kelompok 20, 50,100, dan 200 pada berbagai indeks di Bursa Efek Indonesia. Berdasarkan uji pemeringkatan . mean. ditunjukkan bahwa indeks sektoral memiliki rata-rata yang lebih baik, oleh karena itu, disarankan untuk membentuk portofolio pada saham-saham dalam industri sektor tertentu seperti AGRI, CONSUMER, MINING, MISC-IND, dan . Jurnal Magister Manajemen UnramVol. 9. Choose the method to estimate the standard deviation that Minitab uses to calculate the control limits. Subgroup size = 1. Average moving range: The average moving range is the average value of the moving range of two or more consecutive points. Use this method when the subgroup size is 1

A Smoothed Moving Average is an Exponential Moving Average, only with a longer period applied. The Smoothed Moving Average gives the recent prices an equal weighting to the historic ones. The calculation does not refer to a fixed period, but rather takes all available data series into account. This is achieved by subtracting yesterday's Smoothed Moving Average from today's price. Adding. Simple Moving Averages (MA) are part of classical decomosition when Exponential MA are the next level of classical decomposition. Overall, MA smoothes the data around its fluctuations. Just like the classical one, these MA also can be used to forescast the data for short term. a) Simple Moving Average Mean, median, geometric mean are all also measures of central tendancy but cannot be used in.

Modify the control limits for Moving Average Chart - Minita

• Most relevant lists of abbreviations for CMA - Centered Moving Average. 1. Moving; 1. Forecast; 1. Forecasting; 1. Sale; 1. Business; 1. Technology; Alternative Meanings 1015 other CMA meanings. CMA - Comparative Market Analysis; CMA - Certified Management Accountant; CMa - Canis Major; CMA - Canadian Medical Association; CMA - Census Metropolitan Area ; images. Abbreviation in images. Image.
• What is meant by centered moving... Learn more about moving average
• Detta gör man i MINITAB genom att välja Stat Moving average - glidande medelvärde. För att beräkna ett glidande medelvärde använder man . Stat (Time Series (Moving Average. Längden på det glidande medelvärdet anges i rutan . MA length. Markera i rutan för . Center the moving averages. Klicka på . Results och välj. Plot smoothed vs. actual. Under. Storage . kan man välja.
• Show the four-quarter and centered moving average values for this time series. c. Compute seasonal indexes and adjusted seasonal indexes for the four quarters. Buy Find launch. STATISTICS F/BUSINESS+ECONOMICS-TE... 13th Edition. Anderson . Publisher: CENGAGE L. ISBN: 9781305881884. Buy Find launch. STATISTICS F/BUSINESS+ECONOMICS-TE... 13th Edition. Anderson. Publisher: CENGAGE L. ISBN.
• How to compute centered moving average from an... Learn more about matrix arra
• Can anyone help me to compute three point moving average of a 5 year data.I used the filter command but the result are erroneous .I am using MATLAB 2015.And I have a huge data 5 year day wise data and i have to compute three point moving average for each month
• I want to calculate centered moving average of daily values using a 7-day window. That is I want to start with the 4th day being the first center and continue until the 1318 as the last center. And I want the filter to proceed successively from day 4, then 5, then 6, and so on until day 1318 as the center. I have 1321 daily values. I have NaN.

Calculating Moving Averages in Minitab - YouTub

Cara Menggunakan Minitab. wikiHow adalah suatu wiki, yang berarti ada banyak artikel kami yang disusun oleh lebih dari satu orang. Untuk membuat artikel ini, 21 penyusun, beberapa di antaranya anonim, menyunting dan memperbaiki dari waktu ke waktu. Artikel ini telah dilihat 50.832 kali. Tunjukkan 1 cara lagi.. If the data used are not centered around the mean, a simple moving average lags behind the latest datum by half the sample width. An SMA can also be disproportionately influenced by old data dropping out or new data coming in. One characteristic of the SMA is that if the data has a periodic fluctuation, then applying an SMA of that period will eliminate that variation (the average always.

Detect Small Shifts in the Process Mean with - Minita

Abstract. Perkembangan teknologi yang pesat ditandai dengan berkembangnya perangkat-perangkat lunak yang terdapat pada sistem komputer. Salah satunya adalah software Minitab yan Exponential Moving Average = (C - P) * 2 / (n + 1) + P. Relevance and Use of Moving Average Formula. It is crucial to understand the concept of moving averages as it provides important trading signals. An increasing moving average indicates that the security is exhibiting uptrend and vice versa. Further, a bullish crossover indicates an upward momentum that occurs when a short-term moving. Time Series with Minitab - I Smoothing. I. Moving average: On menu: Stat>Time Series>Moving Average. Variable - column holding the series. MA length - number of periods to be averaged Generate forecasts - check this and enter. Number of forecasts - 1. Starting from origin - [fill in number of last observation - if you have 20 items, enter 20, if 15 data points, enter 15) *To. Using a Centered Moving Average to Extract the Seasonal Component of a Time Series If we are forecasting with say, quarterly time series data, a 4-period moving average should be free of seasonality since it always includes one observation for each quarter of the year We can correct this problem with a centered moving average Example: Quarterly product sales Using a Centered Moving Average to. Moving Average (MA) Charts. Normal and Non-normal data. Fast Initial Response Method. Learn how to quantify the actual and potential capability of your process to satisfy the needs of your costumer. Product Characterization. Process Capability Analysis. Overall and Potential Capability. Capability Analysis with Non-normal Data. Learn the way of checking the capability of your measurement.

Insira seus dados para Média móvel - Minita

This average is centered at period t-(m+1)/2, which implies that the estimate of the local mean will tend to lag behind the true value of the local mean by about (m+1)/2 periods. Thus, we say the average age of the data in the simple moving average is (m+1)/2 relative to the period for which the forecast is computed: this is the amount of time by which forecasts will tend to lag behind turning. Minitab Statistical Software can look at current and past data to find trends and predict patterns, uncover hidden relationships between variables, visualize data interactions and identify important factors to answer even the most challenging of questions. Visualizations are good, but pair them with analytics to make them great. With the power of statistics and data analysis on your side, the.

Time Series Moving Average (Minitab) - YouTub

Peragakan metode moving average untuk data ini. Dengan bantuan Microsoft Excel. Dengan bantuan MINITAB : Klik STAT> Time Series> Moving Average. Sehingga akan muncul: Klik Storage, kemudian centang beberapa pilihan berikut: Hasil: AVER1 FITS1 RESI1. 654 * * * 658 * * * 665 659,000 * * 672 665,000 659,000 13,0000. 673 670,000 665,000 8,0000. 671. • The moving range, like the average range for subgroup size greater than 1 uses the constant d 2. Here the value of d2 equals 1.128 and the average range is the average of the range of successive points. • A variation of the moving range is the mean squared successive difference (MSSD). ( ) 4 2 1 * 2 1 c n d i − ∑ • Total variability can be estimated from the entire data set. Good evening, I would like to ask you how ca be obtained a centered moving average in PRT? Ermitage. Offline. Topics: 10. Replies: 20. Been thanked: 1 time. Rank: Average. 01/29/2017 at 9:08 AM #22896 Report. Nicolas. Si prega di fornire maggiori informazioni su questo tipo di media mobile: il codice da altre piattaforme, le immagini o forse una descrizione. Grazie . Nicolas. Keymaster. I am trying to construct centered moving average in SAS. my table is in below date number average 01/01/2015 18 01/01/2015 15 01/01/2015 5 02/01/ Stack Overflow Abou Return the centered average of a list of integers, which we'll say is the mean average of the values, except ignoring the largest and smallest values in the list. If there are multiple copies of the smallest value, ignore just one copy, and likewise for the largest value. Use integer division to produce the final average. You may assume that the list is length 3 or more

Centered Moving Average - YouTub

The way how the centered triangular moving average is extrapolated makes the current bars value equal to one very well known moving average : linear weighted moving average. Current bar value of centered TMA is exactly the same as half length + 1 period LWMA. Here is an example at which it is obvious that at the end points they are exactly the same : red is the centered TMA and blue is the. If you do this, you are, naturally, not limited to the equally weighted (unweighted) centered moving averages calculated by egen, ma(). For example, equally-weighted three-period moving averages would be given by . generate moveave1 = (F1.myvar + myvar + L1.myvar) / 3 and some weights can easily be specified: . generate moveave2 = (F1.myvar + 2 * myvar + L1.myvar) / 4 You can, of course. Centered Moving Average - v3.0 - <copied for formula collection> Here's a concept I thought about whilst on holidays: Forward reference (shift backwards on charts) and center a Moving Average, then extend and.. Moving Average Length Minitab Was ist ein gleitender Durchschnitt Der erste gleitende Durchschnitt ist 4310, was der Wert der ersten Beobachtung ist. (In der Zeitreihenanalyse wird die erste Zahl in der gleitenden Mittelreihe nicht als fehlender Wert berechnet.) Der nächste gleitende Durchschnitt ist der Durchschnitt der ersten beiden Beobachtungen (4310 4400) 2 4355. Der dritte gleitende. If you are visiting our non-English version and want to see the English version of Centered Moving Average, please scroll down to the bottom and you will see the meaning of Centered Moving Average in English language. Keep in mind that the abbreviation of CMA is widely used in industries like banking, computing, educational, finance, governmental, and health. In addition to CMA, Centered.

incorrect calculation of centered moving averages for even

Centred Moving average technique is one of the most commonly used techniques for prediction. Its Logic lies in removing the seasonality of data and generating a smooth trend line. No that doesn't mean mean it removes seasonality, what we need to understand is that data=true signal +noise This noise is nothing the seasonality, cyclical component The Minitab Education Hub hosts Quality Trainer®, Minitab's comprehensive proprietary online statistics training along with personalized learning paths and complimentary educational resources like videos and white papers. Manage your entire company's learning online. Make sure all your employees are ready to implement their projects by using a simple web dashboard to track subscriptions. I found this function from Stack Overflow as a solution to calculating moving average, but I don't feel right using it because (1) I don't understand how it works, and (2), it doesn't seem to work with my data. Here's the function (taken from d3.js moving average with previous and next data values): var movingWindowAvg = function(arr, step) { return arr.map(function(_, idx) { var wnd = arr.

MOVING AVERAGE เป็น INDICATOR ที่ทำความเข้าใจได้ง่าย. ในหัวข้อนี้ผมจะมาแนะนำให้ทุกคนได้รู้จักกับ Moving Average (MA) หรือภาษาไทยเรียกว่า เส้นค่าเฉลี่ยเคลื่อนที่ ซึ่ง. Centered Moving Average. This online calculator calculates centered moving average, which is used instead of moving average then number of periods is even. person_outline Timur schedule 2018-08-30 07:57:26 Exponential smoothing is a rule of thumb technique for smoothing time series data using the exponential window function.Whereas in the simple moving average the past observations are weighted equally, exponential functions are used to assign exponentially decreasing weights over time. It is an easily learned and easily applied procedure for making some determination based on prior assumptions. Calculating a moving average Problem. You want to calculate a moving average. Solution. Suppose your data is a noisy sine wave with some missing values: set.seed (993) x <-1: 300 y <-sin (x / 20) + rnorm (300, sd =.1) y [251: 255] <-NA. The filter() function can be used to calculate a moving average. # Plot the unsmoothed data (gray) plot (x, y, type = l, col = grey (.5)) # Draw gridlines. Moving Average Charts are generally used in our SPC software for detecting small shifts in the process mean. It's important to know how to use moving averages to detect small shifts in your process. Moving Average Charts will detect shifts of .5 sigma to 2 sigma much faster than Shewhart charts (i.e X-bar and Individual-X charts) with the same. CMA - Centered-Moving Average. MRI Magnetic Resonance Imaging; CNS Central Nervous System; HIV Human Immunodeficiency Virus; CT Computed Tomography; PET Positron Emission Tomography; BMI Body Mass Index; BP Blood Pressure; WHO World Health Organization; GI Gastrointestinal; UTI Urinary Tract Infection; CSF Cerebrospinal Fluid; EEG Electroencephalogram; ICP Intracranial Pressure; MCI Mild.

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